Dataset info
| Number of variables | 181 |
|---|---|
| Number of observations | 555 |
| Missing cells | 67353 (67.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 756.0 KiB |
| Average record size in memory | 1.4 KiB |
Variables types
| Numeric | 30 |
|---|---|
| Categorical | 21 |
| Boolean | 14 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 115 |
| Unsupported | 0 |
Warnings
coligada_mais_antiga_ativa has 493 (88.8%) missing values | Missing |
coligada_mais_antiga_baixada has constant value "nan" | Rejected |
coligada_mais_nova_ativa has 493 (88.8%) missing values | Missing |
coligada_mais_nova_baixada has constant value "nan" | Rejected |
de_faixa_faturamento_estimado has 25 (4.5%) missing values | Missing |
de_faixa_faturamento_estimado_grupo has 25 (4.5%) missing values | Missing |
de_indicador_telefone has constant value "BOA" | Rejected |
de_saude_rescencia has 11 (2.0%) missing values | Missing |
de_saude_tributaria has 11 (2.0%) missing values | Missing |
dt_situacao only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
dt_situacao has a high cardinality: 416 distinct values | Warning |
empsetorcensitariofaixarendapopulacao has 150 (27.0%) missing values | Missing |
faturamento_est_coligados has 493 (88.8%) missing values | Missing |
faturamento_est_coligados_gp is highly correlated with faturamento_est_coligados (ρ = 0.97987) | Rejected |
fl_epp has constant value "False" | Rejected |
fl_ltda has constant value "False" | Rejected |
fl_optante_simei has 101 (18.2%) missing values | Missing |
fl_optante_simples has 101 (18.2%) missing values | Missing |
fl_simples_irregular has constant value "False" | Rejected |
fl_spa has constant value "False" | Rejected |
fl_st_especial has constant value "False" | Rejected |
grau_instrucao_macro_analfabeto has constant value "nan" | Rejected |
grau_instrucao_macro_desconhecido has constant value "nan" | Rejected |
grau_instrucao_macro_escolaridade_fundamental has 530 (95.5%) missing values | Missing |
grau_instrucao_macro_escolaridade_media has 469 (84.5%) missing values | Missing |
grau_instrucao_macro_escolaridade_superior has 532 (95.9%) missing values | Missing |
idade_acima_de_58 is highly correlated with grau_instrucao_macro_escolaridade_fundamental (ρ = 0.91736) | Rejected |
idade_ate_18 has constant value "1.0" | Rejected |
idade_de_19_a_23 is highly correlated with idade_acima_de_58 (ρ = 0.94324) | Rejected |
idade_de_24_a_28 has 509 (91.7%) missing values | Missing |
idade_de_29_a_33 is highly correlated with grau_instrucao_macro_escolaridade_media (ρ = 0.92706) | Rejected |
idade_de_34_a_38 has 513 (92.4%) missing values | Missing |
idade_de_39_a_43 has 523 (94.2%) missing values | Missing |
idade_de_44_a_48 has 534 (96.2%) missing values | Missing |
idade_de_49_a_53 is highly correlated with idade_de_29_a_33 (ρ = 0.94905) | Rejected |
idade_de_54_a_58 is highly correlated with idade_de_34_a_38 (ρ = 0.97795) | Rejected |
idade_maxima_coligadas is highly correlated with coligada_mais_antiga_ativa (ρ = 1) | Rejected |
idade_maxima_socios has 193 (34.8%) missing values | Missing |
idade_media_coligadas has 492 (88.6%) missing values | Missing |
idade_media_coligadas_ativas is highly correlated with idade_media_coligadas (ρ = 1) | Rejected |
idade_media_coligadas_baixadas has constant value "nan" | Rejected |
idade_media_socios is highly correlated with idade_maxima_socios (ρ = 0.96634) | Rejected |
idade_minima_coligadas is highly correlated with coligada_mais_nova_ativa (ρ = 1) | Rejected |
idade_minima_socios is highly correlated with idade_media_socios (ρ = 0.96723) | Rejected |
max_faturamento_est_coligados is highly correlated with faturamento_est_coligados_gp (ρ = 0.97533) | Rejected |
max_faturamento_est_coligados_gp is highly correlated with max_faturamento_est_coligados (ρ = 0.92088) | Rejected |
max_filiais_coligados has 540 (97.3%) missing values | Missing |
max_funcionarios_coligados_gp is highly correlated with max_faturamento_est_coligados_gp (ρ = 0.99882) | Rejected |
max_meses_servicos has 454 (81.8%) missing values | Missing |
max_meses_servicos_all has 424 (76.4%) missing values | Missing |
max_vl_folha_coligados is highly correlated with max_faturamento_est_coligados (ρ = 0.94328) | Rejected |
max_vl_folha_coligados_gp is highly correlated with max_funcionarios_coligados_gp (ρ = 0.98304) | Rejected |
media_faturamento_est_coligados is highly correlated with max_funcionarios_coligados_gp (ρ = 0.946) | Rejected |
media_faturamento_est_coligados_gp has 493 (88.8%) missing values | Missing |
media_filiais_coligados is highly correlated with max_filiais_coligados (ρ = 0.98482) | Rejected |
media_funcionarios_coligados_gp is highly correlated with media_filiais_coligados (ρ = 0.92902) | Rejected |
media_meses_servicos has 454 (81.8%) missing values | Missing |
media_meses_servicos_all is highly correlated with max_meses_servicos_all (ρ = 0.96516) | Rejected |
media_vl_folha_coligados is highly correlated with media_faturamento_est_coligados (ρ = 0.90233) | Rejected |
media_vl_folha_coligados_gp is highly correlated with media_funcionarios_coligados_gp (ρ = 0.99564) | Rejected |
meses_ultima_contratacaco has 424 (76.4%) missing values | Missing |
min_faturamento_est_coligados is highly correlated with media_faturamento_est_coligados_gp (ρ = 0.94011) | Rejected |
min_faturamento_est_coligados_gp is highly correlated with min_faturamento_est_coligados (ρ = 0.98577) | Rejected |
min_filiais_coligados is highly correlated with media_vl_folha_coligados_gp (ρ = 0.91131) | Rejected |
min_funcionarios_coligados_gp is highly correlated with min_faturamento_est_coligados_gp (ρ = 0.99747) | Rejected |
min_meses_servicos has 454 (81.8%) missing values | Missing |
min_meses_servicos_all has 424 (76.4%) missing values | Missing |
min_vl_folha_coligados is highly correlated with min_faturamento_est_coligados (ρ = 0.91156) | Rejected |
min_vl_folha_coligados_gp is highly correlated with min_funcionarios_coligados_gp (ρ = 0.99979) | Rejected |
nm_meso_regiao has 64 (11.5%) missing values | Missing |
nm_micro_regiao has a high cardinality: 67 distinct values | Warning |
nm_micro_regiao has 64 (11.5%) missing values | Missing |
nu_meses_rescencia has 47 (8.5%) missing values | Missing |
percent_func_genero_fem has 22 (4.0%) zeros | Zeros |
percent_func_genero_fem has 454 (81.8%) missing values | Missing |
percent_func_genero_masc has 32 (5.8%) zeros | Zeros |
percent_func_genero_masc has 454 (81.8%) missing values | Missing |
qt_admitidos has 424 (76.4%) missing values | Missing |
qt_admitidos_12meses has 89 (16.0%) zeros | Zeros |
qt_admitidos_12meses has 424 (76.4%) missing values | Missing |
qt_alteracao_socio_180d has constant value "nan" | Rejected |
qt_alteracao_socio_365d has constant value "nan" | Rejected |
qt_alteracao_socio_90d has constant value "nan" | Rejected |
qt_alteracao_socio_total has constant value "nan" | Rejected |
qt_art is highly correlated with qt_admitidos (ρ = 1) | Rejected |
qt_coligadas is highly correlated with min_filiais_coligados (ρ = 0.96825) | Rejected |
qt_coligados is highly correlated with qt_coligadas (ρ = 0.99748) | Rejected |
qt_coligados_agropecuaria has 492 (88.6%) missing values | Missing |
qt_coligados_atividade_alto has constant value "0.0" | Rejected |
qt_coligados_atividade_baixo has constant value "0.0" | Rejected |
qt_coligados_atividade_inativo has constant value "0.0" | Rejected |
qt_coligados_atividade_medio has constant value "0.0" | Rejected |
qt_coligados_atividade_mt_baixo has constant value "0.0" | Rejected |
qt_coligados_ativo has 492 (88.6%) missing values | Missing |
qt_coligados_baixada has constant value "0.0" | Rejected |
qt_coligados_ccivil is highly correlated with qt_art (ρ = 1) | Rejected |
qt_coligados_centro is highly correlated with qt_coligadas (ρ = 0.91428) | Rejected |
qt_coligados_comercio has 21 (3.8%) zeros | Zeros |
qt_coligados_comercio has 492 (88.6%) missing values | Missing |
qt_coligados_epp has constant value "0.0" | Rejected |
qt_coligados_exterior has constant value "0.0" | Rejected |
qt_coligados_inapta has 492 (88.6%) missing values | Missing |
qt_coligados_industria is highly correlated with qt_coligados_ccivil (ρ = 0.90112) | Rejected |
qt_coligados_ltda is highly correlated with qt_coligados_centro (ρ = 1) | Rejected |
qt_coligados_matriz is highly correlated with qt_coligados (ρ = 0.99154) | Rejected |
qt_coligados_me has constant value "0.0" | Rejected |
qt_coligados_mei has constant value "0.0" | Rejected |
qt_coligados_nordeste is highly correlated with qt_coligados_ativo (ρ = 0.90069) | Rejected |
qt_coligados_norte is highly correlated with qt_art (ρ = 1) | Rejected |
qt_coligados_nula has constant value "0.0" | Rejected |
qt_coligados_sa is highly correlated with qt_coligados_industria (ρ = 0.98024) | Rejected |
qt_coligados_serviço is highly correlated with max_vl_folha_coligados (ρ = 0.91346) | Rejected |
qt_coligados_sudeste is highly correlated with qt_coligados_ltda (ρ = 0.94436) | Rejected |
qt_coligados_sul has constant value "0.0" | Rejected |
qt_coligados_suspensa has constant value "0.0" | Rejected |
qt_desligados is highly correlated with qt_art (ρ = 1) | Rejected |
qt_desligados_12meses is highly correlated with qt_art (ρ = 1) | Rejected |
qt_ex_funcionarios is highly correlated with qt_desligados (ρ = 0.99994) | Rejected |
qt_filiais is highly correlated with qt_coligados_sa (ρ = 0.9758) | Rejected |
qt_funcionarios is highly correlated with idade_de_49_a_53 (ρ = 0.93264) | Rejected |
qt_funcionarios_12meses is highly correlated with qt_funcionarios (ρ = 0.9758) | Rejected |
qt_funcionarios_24meses is highly correlated with qt_admitidos (ρ = 0.922) | Rejected |
qt_funcionarios_coligados is highly correlated with qt_filiais (ρ = 0.94954) | Rejected |
qt_funcionarios_coligados_gp is highly correlated with qt_funcionarios_coligados (ρ = 0.97194) | Rejected |
qt_funcionarios_grupo is highly correlated with qt_funcionarios_coligados_gp (ρ = 0.91578) | Rejected |
qt_ramos_coligados is highly correlated with qt_funcionarios_grupo (ρ = 0.96688) | Rejected |
qt_regioes_coligados is highly correlated with qt_coligadas (ρ = 0.91428) | Rejected |
qt_socios has 147 (26.5%) missing values | Missing |
qt_socios_coligados is highly correlated with qt_coligados_ativo (ρ = 0.98249) | Rejected |
qt_socios_feminino has 365 (65.8%) missing values | Missing |
qt_socios_masculino is highly correlated with qt_art (ρ = 1) | Rejected |
qt_socios_pep is highly correlated with qt_socios_masculino (ρ = 1) | Rejected |
qt_socios_pf is highly correlated with qt_socios_pep (ρ = 1) | Rejected |
qt_socios_pj has 147 (26.5%) missing values | Missing |
qt_socios_pj_ativos is highly correlated with qt_socios_pj (ρ = 1) | Rejected |
qt_socios_pj_baixados has constant value "nan" | Rejected |
qt_socios_pj_inaptos has constant value "nan" | Rejected |
qt_socios_pj_nulos has constant value "nan" | Rejected |
qt_socios_pj_suspensos has constant value "nan" | Rejected |
qt_socios_st_regular is highly correlated with qt_socios_pep (ρ = 1) | Rejected |
qt_socios_st_suspensa has constant value "1.0" | Rejected |
qt_ufs_coligados is highly correlated with qt_socios_pj_ativos (ρ = 1) | Rejected |
sum_faturamento_estimado_coligadas is highly correlated with qt_regioes_coligados (ρ = 0.97948) | Rejected |
total is highly correlated with qt_funcionarios_12meses (ρ = 0.97438) | Rejected |
total_filiais_coligados has 540 (97.3%) missing values | Missing |
tx_crescimento_12meses has 63 (11.4%) zeros | Zeros |
tx_crescimento_12meses has 458 (82.5%) missing values | Missing |
tx_crescimento_24meses is highly correlated with min_vl_folha_coligados_gp (ρ = 0.96758) | Rejected |
tx_rotatividade is highly correlated with qt_art (ρ = 1) | Rejected |
vl_faturamento_estimado_aux is highly correlated with qt_socios_pj_ativos (ρ = 1) | Rejected |
vl_faturamento_estimado_grupo_aux is highly correlated with qt_socios_pj_ativos (ρ = 1) | Rejected |
vl_folha_coligados is highly correlated with vl_faturamento_estimado_grupo_aux (ρ = 0.98018) | Rejected |
vl_folha_coligados_gp is highly correlated with vl_folha_coligados (ρ = 0.9769) | Rejected |
vl_frota is highly correlated with total_filiais_coligados (ρ = 1) | Rejected |
vl_idade_maxima_socios_pj is highly correlated with vl_faturamento_estimado_grupo_aux (ρ = 1) | Rejected |
vl_idade_media_socios_pj is highly correlated with nu_meses_rescencia (ρ = 1) | Rejected |
vl_idade_minima_socios_pj is highly correlated with vl_idade_media_socios_pj (ρ = 1) | Rejected |
vl_potenc_cons_oleo_gas is highly correlated with tx_crescimento_24meses (ρ = 1) | Rejected |
vl_total_tancagem has constant value "nan" | Rejected |
vl_total_tancagem_grupo has constant value "nan" | Rejected |
vl_total_veiculos_antt has constant value "nan" | Rejected |
vl_total_veiculos_antt_grupo has constant value "nan" | Rejected |
vl_total_veiculos_leves is highly correlated with total_filiais_coligados (ρ = 1) | Rejected |
vl_total_veiculos_leves_grupo is highly correlated with vl_idade_maxima_socios_pj (ρ = 1) | Rejected |
vl_total_veiculos_pesados is highly correlated with vl_potenc_cons_oleo_gas (ρ = 1) | Rejected |
vl_total_veiculos_pesados_grupo is highly correlated with vl_total_veiculos_leves_grupo (ρ = 0.99451) | Rejected |
coligada_mais_antiga_ativa
Numeric
| Distinct count | 62 |
|---|---|
| Unique (%) | 11.2% |
| Missing (%) | 88.8% |
| Missing (n) | 493 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 218.49 |
|---|---|
| Minimum | 4.0667 |
| Maximum | 636.6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4.0667 |
|---|---|
| 5-th percentile | 19.97 |
| Q1 | 90.183 |
| Median | 191.1 |
| Q3 | 325.13 |
| 95-th percentile | 521.64 |
| Maximum | 636.6 |
| Range | 632.53 |
| Interquartile range | 234.95 |
Descriptive statistics
| Standard deviation | 165.77 |
|---|---|
| Coef of variation | 0.75873 |
| Kurtosis | 0.078607 |
| Mean | 218.49 |
| MAD | 130.71 |
| Skewness | 0.88363 |
| Sum | 13546 |
| Variance | 27481 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 27.733 | 2 | 0.4% | |
| 187.9 | 1 | 0.2% | |
| 357.53 | 1 | 0.2% | |
| 399.17 | 1 | 0.2% | |
| 54.967 | 1 | 0.2% | |
| 141.27 | 1 | 0.2% | |
| 214.73 | 1 | 0.2% | |
| 249.33 | 1 | 0.2% | |
| 194.3 | 1 | 0.2% | |
| 248.7 | 1 | 0.2% | |
| Other values (51) | 51 | 9.2% | |
| (Missing) | 493 | 88.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.0667 | 1 | 0.2% | |
| 9.0667 | 1 | 0.2% | |
| 10.167 | 1 | 0.2% | |
| 19.567 | 1 | 0.2% | |
| 27.633 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 636.6 | 1 | 0.2% | |
| 634.17 | 1 | 0.2% | |
| 611.2 | 1 | 0.2% | |
| 521.8 | 1 | 0.2% | |
| 518.67 | 1 | 0.2% |
coligada_mais_antiga_baixada
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
coligada_mais_nova_ativa
Numeric
| Distinct count | 62 |
|---|---|
| Unique (%) | 11.2% |
| Missing (%) | 88.8% |
| Missing (n) | 493 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 121.3 |
|---|---|
| Minimum | 1.5667 |
| Maximum | 476.07 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.5667 |
|---|---|
| 5-th percentile | 5.0417 |
| Q1 | 24.358 |
| Median | 91.367 |
| Q3 | 194.32 |
| 95-th percentile | 367.17 |
| Maximum | 476.07 |
| Range | 474.5 |
| Interquartile range | 169.97 |
Descriptive statistics
| Standard deviation | 117.36 |
|---|---|
| Coef of variation | 0.96753 |
| Kurtosis | 1.3438 |
| Mean | 121.3 |
| MAD | 91.365 |
| Skewness | 1.2863 |
| Sum | 7520.7 |
| Variance | 13774 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 27.733 | 2 | 0.4% | |
| 4.0667 | 1 | 0.2% | |
| 121.87 | 1 | 0.2% | |
| 1.5667 | 1 | 0.2% | |
| 57.467 | 1 | 0.2% | |
| 214.73 | 1 | 0.2% | |
| 8.3667 | 1 | 0.2% | |
| 194.3 | 1 | 0.2% | |
| 201.2 | 1 | 0.2% | |
| 287.3 | 1 | 0.2% | |
| Other values (51) | 51 | 9.2% | |
| (Missing) | 493 | 88.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.5667 | 1 | 0.2% | |
| 4.0667 | 1 | 0.2% | |
| 4.6333 | 1 | 0.2% | |
| 4.8667 | 1 | 0.2% | |
| 8.3667 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 476.07 | 1 | 0.2% | |
| 450.07 | 1 | 0.2% | |
| 426.43 | 1 | 0.2% | |
| 368.27 | 1 | 0.2% | |
| 346.37 | 1 | 0.2% |
coligada_mais_nova_baixada
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
de_faixa_faturamento_estimado
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 4.5% |
| Missing (n) | 25 |
| DE R$ 81.000,01 A R$ 360.000,00 | |
|---|---|
| ATE R$ 81.000,00 | |
| DE R$ 360.000,01 A R$ 1.500.000,00 | 41 |
| Other values (4) | 20 |
| (Missing) | 25 |
| Value | Count | Frequency (%) | |
| DE R$ 81.000,01 A R$ 360.000,00 | 325 | 58.6% | |
| ATE R$ 81.000,00 | 144 | 25.9% | |
| DE R$ 360.000,01 A R$ 1.500.000,00 | 41 | 7.4% | |
| DE R$ 1.500.000,01 A R$ 4.800.000,00 | 16 | 2.9% | |
| SEM INFORMACAO | 2 | 0.4% | |
| DE R$ 4.800.000,01 A R$ 10.000.000,00 | 1 | 0.2% | |
| DE R$ 10.000.000,01 A R$ 30.000.000,00 | 1 | 0.2% | |
| (Missing) | 25 | 4.5% |
| Max length | 38 |
|---|---|
| Mean length | 26.175 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
de_faixa_faturamento_estimado_grupo
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 4.5% |
| Missing (n) | 25 |
| DE R$ 81.000,01 A R$ 360.000,00 | |
|---|---|
| ATE R$ 81.000,00 | |
| DE R$ 360.000,01 A R$ 1.500.000,00 | 58 |
| Other values (6) | 33 |
| (Missing) | 25 |
| Value | Count | Frequency (%) | |
| DE R$ 81.000,01 A R$ 360.000,00 | 296 | 53.3% | |
| ATE R$ 81.000,00 | 143 | 25.8% | |
| DE R$ 360.000,01 A R$ 1.500.000,00 | 58 | 10.5% | |
| DE R$ 1.500.000,01 A R$ 4.800.000,00 | 18 | 3.2% | |
| DE R$ 4.800.000,01 A R$ 10.000.000,00 | 6 | 1.1% | |
| DE R$ 10.000.000,01 A R$ 30.000.000,00 | 5 | 0.9% | |
| DE R$ 30.000.000,01 A R$ 100.000.000,00 | 2 | 0.4% | |
| ACIMA DE 1 BILHAO DE REAIS | 1 | 0.2% | |
| DE R$ 300.000.000,01 A R$ 500.000.000,00 | 1 | 0.2% | |
| (Missing) | 25 | 4.5% |
| Max length | 40 |
|---|---|
| Mean length | 26.514 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
de_indicador_telefone
Constant
This variable is constant and should be ignored for analysis
| Constant value | BOA |
|---|
de_natureza_juridica
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| EMPRESARIO INDIVIDUAL | |
|---|---|
| SOCIEDADE EMPRESARIA LIMITADA | |
| EMPRESA INDIVIDUAL DE RESPONSABILIDADE LIMITADA DE NATUREZA EMPRESARIA | 15 |
| Other values (3) | 3 |
| Value | Count | Frequency (%) | |
| EMPRESARIO INDIVIDUAL | 432 | 77.8% | |
| SOCIEDADE EMPRESARIA LIMITADA | 105 | 18.9% | |
| EMPRESA INDIVIDUAL DE RESPONSABILIDADE LIMITADA DE NATUREZA EMPRESARIA | 15 | 2.7% | |
| SOCIEDADE ANONIMA FECHADA | 1 | 0.2% | |
| SOCIEDADE EM CONTA DE PARTICIPACAO | 1 | 0.2% | |
| SOCIEDADE EMPRESARIA EM NOME COLETIVO | 1 | 0.2% |
| Max length | 70 |
|---|---|
| Mean length | 23.897 |
| Min length | 21 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
de_nivel_atividade
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.7% |
| Missing (n) | 4 |
| MEDIA | |
|---|---|
| ALTA | |
| BAIXA | |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| MEDIA | 280 | 50.5% | |
| ALTA | 153 | 27.6% | |
| BAIXA | 116 | 20.9% | |
| MUITO BAIXA | 2 | 0.4% | |
| (Missing) | 4 | 0.7% |
| Max length | 11 |
|---|---|
| Mean length | 4.7315 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
de_ramo
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| COMERCIO VAREJISTA | |
|---|---|
| BENS DE CONSUMO | 59 |
| Value | Count | Frequency (%) | |
| COMERCIO VAREJISTA | 496 | 89.4% | |
| BENS DE CONSUMO | 59 | 10.6% |
| Max length | 18 |
|---|---|
| Mean length | 17.681 |
| Min length | 15 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
de_saude_rescencia
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 2.0% |
| Missing (n) | 11 |
| ACIMA DE 1 ANO | |
|---|---|
| ATE 1 ANO | 55 |
| SEM INFORMACAO | 36 |
| (Missing) | 11 |
| Value | Count | Frequency (%) | |
| ACIMA DE 1 ANO | 453 | 81.6% | |
| ATE 1 ANO | 55 | 9.9% | |
| SEM INFORMACAO | 36 | 6.5% | |
| (Missing) | 11 | 2.0% |
| Max length | 14 |
|---|---|
| Mean length | 13.286 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
de_saude_tributaria
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 2.0% |
| Missing (n) | 11 |
| VERDE | |
|---|---|
| AZUL | |
| AMARELO | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| VERDE | 167 | 30.1% | |
| AZUL | 128 | 23.1% | |
| AMARELO | 113 | 20.4% | |
| CINZA | 86 | 15.5% | |
| LARANJA | 47 | 8.5% | |
| VERMELHO | 3 | 0.5% | |
| (Missing) | 11 | 2.0% |
| Max length | 8 |
|---|---|
| Mean length | 5.3225 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
dt_situacao
Categorical
| Distinct count | 416 |
|---|---|
| Unique (%) | 75.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2005-11-03 | |
|---|---|
| 2010-10-26 | 4 |
| 2017-03-29 | 3 |
| Other values (413) |
| Value | Count | Frequency (%) | |
| 2005-11-03 | 100 | 18.0% | |
| 2010-10-26 | 4 | 0.7% | |
| 2017-03-29 | 3 | 0.5% | |
| 2006-12-02 | 3 | 0.5% | |
| 2017-02-21 | 3 | 0.5% | |
| 2018-08-16 | 2 | 0.4% | |
| 2002-10-12 | 2 | 0.4% | |
| 2018-03-06 | 2 | 0.4% | |
| 2005-08-27 | 2 | 0.4% | |
| 2007-09-20 | 2 | 0.4% | |
| Other values (406) | 432 | 77.8% |
| Max length | 10 |
|---|---|
| Mean length | 10 |
| Min length | 10 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
empsetorcensitariofaixarendapopulacao
Numeric
| Distinct count | 392 |
|---|---|
| Unique (%) | 70.6% |
| Missing (%) | 27.0% |
| Missing (n) | 150 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1130.5 |
|---|---|
| Minimum | 110.3 |
| Maximum | 6201.9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 110.3 |
|---|---|
| 5-th percentile | 401.95 |
| Q1 | 643.07 |
| Median | 905.94 |
| Q3 | 1303.8 |
| 95-th percentile | 2460 |
| Maximum | 6201.9 |
| Range | 6091.6 |
| Interquartile range | 660.75 |
Descriptive statistics
| Standard deviation | 815.04 |
|---|---|
| Coef of variation | 0.72093 |
| Kurtosis | 9.5517 |
| Mean | 1130.5 |
| MAD | 537.27 |
| Skewness | 2.7053 |
| Sum | 4.5787e+05 |
| Variance | 6.6429e+05 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 555.9 | 2 | 0.4% | |
| 1316.5 | 2 | 0.4% | |
| 2361.4 | 2 | 0.4% | |
| 949.29 | 2 | 0.4% | |
| 609.88 | 2 | 0.4% | |
| 4640.2 | 2 | 0.4% | |
| 1660.5 | 2 | 0.4% | |
| 946.33 | 2 | 0.4% | |
| 1461.9 | 2 | 0.4% | |
| 2019.4 | 2 | 0.4% | |
| Other values (381) | 385 | 69.4% | |
| (Missing) | 150 | 27.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 110.3 | 1 | 0.2% | |
| 268.85 | 1 | 0.2% | |
| 284.92 | 1 | 0.2% | |
| 285.63 | 1 | 0.2% | |
| 305.93 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6201.9 | 1 | 0.2% | |
| 5049.8 | 1 | 0.2% | |
| 4815.3 | 1 | 0.2% | |
| 4796.7 | 1 | 0.2% | |
| 4655.8 | 1 | 0.2% |
faturamento_est_coligados
Numeric
| Distinct count | 42 |
|---|---|
| Unique (%) | 7.6% |
| Missing (%) | 88.8% |
| Missing (n) | 493 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.3987e+07 |
|---|---|
| Minimum | 61819 |
| Maximum | 8.222e+08 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 61819 |
|---|---|
| 5-th percentile | 2.1e+05 |
| Q1 | 2.1e+05 |
| Median | 6.0546e+05 |
| Q3 | 1.9855e+06 |
| 95-th percentile | 3.3467e+07 |
| Maximum | 8.222e+08 |
| Range | 8.2214e+08 |
| Interquartile range | 1.7755e+06 |
Descriptive statistics
| Standard deviation | 1.1919e+08 |
|---|---|
| Coef of variation | 4.9689 |
| Kurtosis | 36.805 |
| Mean | 2.3987e+07 |
| MAD | 4.1381e+07 |
| Skewness | 5.9744 |
| Sum | 1.4872e+09 |
| Variance | 1.4207e+16 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 2.1e+05 | 14 | 2.5% | |
| 4.2e+05 | 5 | 0.9% | |
| 3.7092e+05 | 3 | 0.5% | |
| 5.5637e+05 | 2 | 0.4% | |
| 4.5728e+05 | 2 | 0.4% | |
| 1.1066e+07 | 1 | 0.2% | |
| 6.3e+05 | 1 | 0.2% | |
| 5.811e+06 | 1 | 0.2% | |
| 8.82e+06 | 1 | 0.2% | |
| 1.0929e+07 | 1 | 0.2% | |
| Other values (31) | 31 | 5.6% | |
| (Missing) | 493 | 88.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 61819 | 1 | 0.2% | |
| 1.8546e+05 | 1 | 0.2% | |
| 2.0606e+05 | 1 | 0.2% | |
| 2.1e+05 | 14 | 2.5% | |
| 3.7092e+05 | 3 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.222e+08 | 1 | 0.2% | |
| 4.7092e+08 | 1 | 0.2% | |
| 5.1001e+07 | 1 | 0.2% | |
| 3.4646e+07 | 1 | 0.2% | |
| 1.1066e+07 | 1 | 0.2% |
faturamento_est_coligados_gp
Highly correlated
This variable is highly correlated with faturamento_est_coligados and should be ignored for analysis
| Correlation | 0.97987 |
|---|
fl_antt
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 4 |
| Value | Count | Frequency (%) | |
| False | 551 | 99.3% | |
| True | 4 | 0.7% |
fl_email
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) | |
| False | 300 | 54.1% | |
| True | 255 | 45.9% |
fl_epp
Constant
This variable is constant and should be ignored for analysis
| Constant value | False |
|---|
fl_ltda
Constant
This variable is constant and should be ignored for analysis
| Constant value | False |
|---|
fl_matriz
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| True | |
|---|---|
| False | 36 |
| Value | Count | Frequency (%) | |
| True | 519 | 93.5% | |
| False | 36 | 6.5% |
fl_me
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) | |
| False | 553 | 99.6% | |
| True | 2 | 0.4% |
fl_mei
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) | |
| False | 337 | 60.7% | |
| True | 218 | 39.3% |
fl_optante_simei
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 18.2% |
| Missing (n) | 101 |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) | |
| False | 316 | 56.9% | |
| True | 138 | 24.9% | |
| (Missing) | 101 | 18.2% |
fl_optante_simples
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 18.2% |
| Missing (n) | 101 |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) | |
| True | 286 | 51.5% | |
| False | 168 | 30.3% | |
| (Missing) | 101 | 18.2% |
fl_passivel_iss
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) | |
| False | 442 | 79.6% | |
| True | 113 | 20.4% |
fl_rm
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NAO | |
|---|---|
| SIM |
| Value | Count | Frequency (%) | |
| NAO | 311 | 56.0% | |
| SIM | 244 | 44.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
fl_sa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 9 |
| Value | Count | Frequency (%) | |
| False | 546 | 98.4% | |
| True | 9 | 1.6% |
fl_simples_irregular
Constant
This variable is constant and should be ignored for analysis
| Constant value | False |
|---|
fl_spa
Constant
This variable is constant and should be ignored for analysis
| Constant value | False |
|---|
fl_st_especial
Constant
This variable is constant and should be ignored for analysis
| Constant value | False |
|---|
fl_telefone
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) | |
| True | 400 | 72.1% | |
| False | 155 | 27.9% |
fl_veiculo
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 38 |
| Value | Count | Frequency (%) | |
| False | 517 | 93.2% | |
| True | 38 | 6.8% |
grau_instrucao_macro_analfabeto
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
grau_instrucao_macro_desconhecido
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
grau_instrucao_macro_escolaridade_fundamental
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 95.5% |
| Missing (n) | 530 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.56 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 3 |
| 95-th percentile | 13.8 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 5.6057 |
|---|---|
| Coef of variation | 1.5746 |
| Kurtosis | 9.1447 |
| Mean | 3.56 |
| MAD | 3.3408 |
| Skewness | 2.9827 |
| Sum | 89 |
| Variance | 31.423 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 13 | 2.3% | |
| 3 | 4 | 0.7% | |
| 2 | 4 | 0.7% | |
| 4 | 1 | 0.2% | |
| 14 | 1 | 0.2% | |
| 25 | 1 | 0.2% | |
| 13 | 1 | 0.2% | |
| (Missing) | 530 | 95.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 13 | 2.3% | |
| 2 | 4 | 0.7% | |
| 3 | 4 | 0.7% | |
| 4 | 1 | 0.2% | |
| 13 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | 0.2% | |
| 14 | 1 | 0.2% | |
| 13 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 3 | 4 | 0.7% |
grau_instrucao_macro_escolaridade_media
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 3.2% |
| Missing (%) | 84.5% |
| Missing (n) | 469 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.3372 |
|---|---|
| Minimum | 1 |
| Maximum | 70 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 13.75 |
| Maximum | 70 |
| Range | 69 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 9.0302 |
|---|---|
| Coef of variation | 1.6919 |
| Kurtosis | 32.587 |
| Mean | 5.3372 |
| MAD | 4.6644 |
| Skewness | 5.1245 |
| Sum | 459 |
| Variance | 81.544 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 33 | 5.9% | |
| 3 | 9 | 1.6% | |
| 2 | 8 | 1.4% | |
| 6 | 8 | 1.4% | |
| 4 | 6 | 1.1% | |
| 5 | 5 | 0.9% | |
| 11 | 3 | 0.5% | |
| 9 | 3 | 0.5% | |
| 7 | 2 | 0.4% | |
| 13 | 2 | 0.4% | |
| Other values (7) | 7 | 1.3% | |
| (Missing) | 469 | 84.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 33 | 5.9% | |
| 2 | 8 | 1.4% | |
| 3 | 9 | 1.6% | |
| 4 | 6 | 1.1% | |
| 5 | 5 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70 | 1 | 0.2% | |
| 38 | 1 | 0.2% | |
| 24 | 1 | 0.2% | |
| 18 | 1 | 0.2% | |
| 14 | 1 | 0.2% |
grau_instrucao_macro_escolaridade_superior
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 95.9% |
| Missing (n) | 532 |
| 1 | 17 |
|---|---|
| 2 | 4 |
| 4 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 17 | 3.1% | |
| 2 | 4 | 0.7% | |
| 4 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| (Missing) | 532 | 95.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
id
Categorical, Unique
| First 5 values |
|---|
| 00b5cef5652ca3e33f15cbab7249b9d1dc06c82df26d76d94f94834d2aba3b29 |
| 00b79c8f0f8a5ac93fa441f42b1619846dd2aaa5ddf2b3c3c79c599e1202a16d |
| 013ce96aef919fb847b8f0cfc882a1ebad64e291e78ff61a1988ac3d30c0fe39 |
| 01f73b5d6d29e955d5f8862698a291a961a3fde5848de6018e6e251a9bd7aeeb |
| 02183ea423d627596a8a243492f07e048d3cb59ea1114d80704dac0d1d35797d |
| Last 5 values |
|---|
| feec91169df886e0b49f9625deb4fbb8614e0002788d8f88fbdbc3f80d464b28 |
| ff4ad7a26c1ef7ec42bf5ec66888c43203f44bac4e9d532c43affbd9273a724e |
| ff633fd9711d44def1878bf872343c4c32ca97a3e2c290ab7214d5e6a99cab26 |
| ff94dca46aa53e42898307c53a702f357bb19cedb4b662aff5e1678f015d6637 |
| ffd7c9bf8cb8089dffcceb22e5d84dc2814c5658f27e04cc8b9c69f56f2e94fd |
First 5 values
| Value | Count | Frequency (%) | |
| 00b5cef5652ca3e33f15cbab7249b9d1dc06c82df26d76d94f94834d2aba3b29 | 1 | 0.2% | |
| 00b79c8f0f8a5ac93fa441f42b1619846dd2aaa5ddf2b3c3c79c599e1202a16d | 1 | 0.2% | |
| 013ce96aef919fb847b8f0cfc882a1ebad64e291e78ff61a1988ac3d30c0fe39 | 1 | 0.2% | |
| 01f73b5d6d29e955d5f8862698a291a961a3fde5848de6018e6e251a9bd7aeeb | 1 | 0.2% | |
| 02183ea423d627596a8a243492f07e048d3cb59ea1114d80704dac0d1d35797d | 1 | 0.2% |
Last 5 values
| Value | Count | Frequency (%) | |
| ffd7c9bf8cb8089dffcceb22e5d84dc2814c5658f27e04cc8b9c69f56f2e94fd | 1 | 0.2% | |
| ff94dca46aa53e42898307c53a702f357bb19cedb4b662aff5e1678f015d6637 | 1 | 0.2% | |
| ff633fd9711d44def1878bf872343c4c32ca97a3e2c290ab7214d5e6a99cab26 | 1 | 0.2% | |
| ff4ad7a26c1ef7ec42bf5ec66888c43203f44bac4e9d532c43affbd9273a724e | 1 | 0.2% | |
| feec91169df886e0b49f9625deb4fbb8614e0002788d8f88fbdbc3f80d464b28 | 1 | 0.2% |
idade_acima_de_58
Highly correlated
This variable is highly correlated with grau_instrucao_macro_escolaridade_fundamental and should be ignored for analysis
| Correlation | 0.91736 |
|---|
idade_ate_18
Constant
This variable is constant and should be ignored for analysis
| Constant value | 1.0 |
|---|
idade_de_19_a_23
Highly correlated
This variable is highly correlated with idade_acima_de_58 and should be ignored for analysis
| Correlation | 0.94324 |
|---|
idade_de_24_a_28
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 91.7% |
| Missing (n) | 509 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.6522 |
|---|---|
| Minimum | 1 |
| Maximum | 11 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 8.75 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.4424 |
|---|---|
| Coef of variation | 0.9209 |
| Kurtosis | 3.3625 |
| Mean | 2.6522 |
| MAD | 1.7921 |
| Skewness | 1.9263 |
| Sum | 122 |
| Variance | 5.9652 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 21 | 3.8% | |
| 2 | 10 | 1.8% | |
| 5 | 4 | 0.7% | |
| 3 | 4 | 0.7% | |
| 4 | 3 | 0.5% | |
| 9 | 2 | 0.4% | |
| 8 | 1 | 0.2% | |
| 11 | 1 | 0.2% | |
| (Missing) | 509 | 91.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 21 | 3.8% | |
| 2 | 10 | 1.8% | |
| 3 | 4 | 0.7% | |
| 4 | 3 | 0.5% | |
| 5 | 4 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.2% | |
| 9 | 2 | 0.4% | |
| 8 | 1 | 0.2% | |
| 5 | 4 | 0.7% | |
| 4 | 3 | 0.5% |
idade_de_29_a_33
Highly correlated
This variable is highly correlated with grau_instrucao_macro_escolaridade_media and should be ignored for analysis
| Correlation | 0.92706 |
|---|
idade_de_34_a_38
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 92.4% |
| Missing (n) | 513 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.2381 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 5.95 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.5357 |
|---|---|
| Coef of variation | 1.133 |
| Kurtosis | 9.4359 |
| Mean | 2.2381 |
| MAD | 1.5646 |
| Skewness | 3.0083 |
| Sum | 94 |
| Variance | 6.4297 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 25 | 4.5% | |
| 2 | 8 | 1.4% | |
| 3 | 3 | 0.5% | |
| 5 | 2 | 0.4% | |
| 12 | 2 | 0.4% | |
| 4 | 1 | 0.2% | |
| 6 | 1 | 0.2% | |
| (Missing) | 513 | 92.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 25 | 4.5% | |
| 2 | 8 | 1.4% | |
| 3 | 3 | 0.5% | |
| 4 | 1 | 0.2% | |
| 5 | 2 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 2 | 0.4% | |
| 6 | 1 | 0.2% | |
| 5 | 2 | 0.4% | |
| 4 | 1 | 0.2% | |
| 3 | 3 | 0.5% |
idade_de_39_a_43
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 94.2% |
| Missing (n) | 523 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.2812 |
|---|---|
| Minimum | 1 |
| Maximum | 11 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 8.9 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.7266 |
|---|---|
| Coef of variation | 1.1952 |
| Kurtosis | 4.2763 |
| Mean | 2.2812 |
| MAD | 1.8945 |
| Skewness | 2.2709 |
| Sum | 73 |
| Variance | 7.4345 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 23 | 4.1% | |
| 2 | 3 | 0.5% | |
| 6 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 11 | 1 | 0.2% | |
| 8 | 1 | 0.2% | |
| 10 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| (Missing) | 523 | 94.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 23 | 4.1% | |
| 2 | 3 | 0.5% | |
| 4 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 6 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.2% | |
| 10 | 1 | 0.2% | |
| 8 | 1 | 0.2% | |
| 6 | 1 | 0.2% | |
| 5 | 1 | 0.2% |
idade_de_44_a_48
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 96.2% |
| Missing (n) | 534 |
| 1 | 16 |
|---|---|
| 2 | 3 |
| 5 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 16 | 2.9% | |
| 2 | 3 | 0.5% | |
| 5 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| (Missing) | 534 | 96.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
idade_de_49_a_53
Highly correlated
This variable is highly correlated with idade_de_29_a_33 and should be ignored for analysis
| Correlation | 0.94905 |
|---|
idade_de_54_a_58
Highly correlated
This variable is highly correlated with idade_de_34_a_38 and should be ignored for analysis
| Correlation | 0.97795 |
|---|
idade_emp_cat
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 a 5 | |
|---|---|
| 5 a 10 | |
| > 20 | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| 1 a 5 | 157 | 28.3% | |
| 5 a 10 | 144 | 25.9% | |
| > 20 | 92 | 16.6% | |
| <= 1 | 56 | 10.1% | |
| 10 a 15 | 55 | 9.9% | |
| 15 a 20 | 51 | 9.2% |
| Max length | 7 |
|---|---|
| Mean length | 5.3748 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
idade_empresa_anos
Numeric
| Distinct count | 522 |
|---|---|
| Unique (%) | 94.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.139 |
|---|---|
| Minimum | 0.052055 |
| Maximum | 47.518 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.052055 |
|---|---|
| 5-th percentile | 0.55753 |
| Q1 | 2.9247 |
| Median | 6.7096 |
| Q3 | 15.495 |
| 95-th percentile | 30.3 |
| Maximum | 47.518 |
| Range | 47.466 |
| Interquartile range | 12.57 |
Descriptive statistics
| Standard deviation | 9.6416 |
|---|---|
| Coef of variation | 0.95092 |
| Kurtosis | 1.0832 |
| Mean | 10.139 |
| MAD | 7.6767 |
| Skewness | 1.2805 |
| Sum | 5627.3 |
| Variance | 92.961 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 8.011 | 4 | 0.7% | |
| 1.5836 | 3 | 0.5% | |
| 1.6822 | 3 | 0.5% | |
| 11.112 | 2 | 0.4% | |
| 3.9753 | 2 | 0.4% | |
| 2.2301 | 2 | 0.4% | |
| 1.4685 | 2 | 0.4% | |
| 1.5973 | 2 | 0.4% | |
| 10.63 | 2 | 0.4% | |
| 1.1589 | 2 | 0.4% | |
| Other values (512) | 531 | 95.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.052055 | 2 | 0.4% | |
| 0.10959 | 1 | 0.2% | |
| 0.12055 | 1 | 0.2% | |
| 0.15068 | 1 | 0.2% | |
| 0.16438 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 47.518 | 1 | 0.2% | |
| 46.762 | 1 | 0.2% | |
| 46.115 | 1 | 0.2% | |
| 43.186 | 1 | 0.2% | |
| 42.726 | 1 | 0.2% |
idade_maxima_coligadas
Highly correlated
This variable is highly correlated with coligada_mais_antiga_ativa and should be ignored for analysis
| Correlation | 1 |
|---|
idade_maxima_socios
Numeric
| Distinct count | 63 |
|---|---|
| Unique (%) | 11.4% |
| Missing (%) | 34.8% |
| Missing (n) | 193 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 42.873 |
|---|---|
| Minimum | 9 |
| Maximum | 83 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 32 |
| Median | 41 |
| Q3 | 51 |
| 95-th percentile | 67.95 |
| Maximum | 83 |
| Range | 74 |
| Interquartile range | 19 |
Descriptive statistics
| Standard deviation | 13.487 |
|---|---|
| Coef of variation | 0.31457 |
| Kurtosis | -0.14837 |
| Mean | 42.873 |
| MAD | 10.892 |
| Skewness | 0.497 |
| Sum | 15520 |
| Variance | 181.89 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 29 | 18 | 3.2% | |
| 37 | 13 | 2.3% | |
| 41 | 12 | 2.2% | |
| 34 | 12 | 2.2% | |
| 50 | 12 | 2.2% | |
| 40 | 11 | 2.0% | |
| 38 | 11 | 2.0% | |
| 42 | 11 | 2.0% | |
| 44 | 11 | 2.0% | |
| 49 | 10 | 1.8% | |
| Other values (52) | 241 | 43.4% | |
| (Missing) | 193 | 34.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 9 | 1 | 0.2% | |
| 18 | 2 | 0.4% | |
| 20 | 4 | 0.7% | |
| 21 | 2 | 0.4% | |
| 23 | 4 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 83 | 1 | 0.2% | |
| 82 | 1 | 0.2% | |
| 79 | 1 | 0.2% | |
| 78 | 1 | 0.2% | |
| 76 | 2 | 0.4% |
idade_media_coligadas
Numeric
| Distinct count | 63 |
|---|---|
| Unique (%) | 11.4% |
| Missing (%) | 88.6% |
| Missing (n) | 492 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 162.95 |
|---|---|
| Minimum | 4.0667 |
| Maximum | 484.37 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4.0667 |
|---|---|
| 5-th percentile | 17.647 |
| Q1 | 81.2 |
| Median | 135.47 |
| Q3 | 225.98 |
| 95-th percentile | 373.85 |
| Maximum | 484.37 |
| Range | 480.3 |
| Interquartile range | 144.78 |
Descriptive statistics
| Standard deviation | 118.43 |
|---|---|
| Coef of variation | 0.72678 |
| Kurtosis | 0.26089 |
| Mean | 162.95 |
| MAD | 96.124 |
| Skewness | 0.84605 |
| Sum | 10266 |
| Variance | 14026 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 27.733 | 2 | 0.4% | |
| 206.13 | 1 | 0.2% | |
| 125.63 | 1 | 0.2% | |
| 374.47 | 1 | 0.2% | |
| 57.467 | 1 | 0.2% | |
| 147.02 | 1 | 0.2% | |
| 214.73 | 1 | 0.2% | |
| 124.07 | 1 | 0.2% | |
| 172.2 | 1 | 0.2% | |
| 194.3 | 1 | 0.2% | |
| Other values (52) | 52 | 9.4% | |
| (Missing) | 492 | 88.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.0667 | 1 | 0.2% | |
| 9.0667 | 1 | 0.2% | |
| 10.167 | 1 | 0.2% | |
| 17.433 | 1 | 0.2% | |
| 19.567 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 484.37 | 1 | 0.2% | |
| 476.07 | 1 | 0.2% | |
| 426.43 | 1 | 0.2% | |
| 374.47 | 1 | 0.2% | |
| 368.27 | 1 | 0.2% |
idade_media_coligadas_ativas
Highly correlated
This variable is highly correlated with idade_media_coligadas and should be ignored for analysis
| Correlation | 1 |
|---|
idade_media_coligadas_baixadas
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
idade_media_socios
Highly correlated
This variable is highly correlated with idade_maxima_socios and should be ignored for analysis
| Correlation | 0.96634 |
|---|
idade_minima_coligadas
Highly correlated
This variable is highly correlated with coligada_mais_nova_ativa and should be ignored for analysis
| Correlation | 1 |
|---|
idade_minima_socios
Highly correlated
This variable is highly correlated with idade_media_socios and should be ignored for analysis
| Correlation | 0.96723 |
|---|
max_faturamento_est_coligados
Highly correlated
This variable is highly correlated with faturamento_est_coligados_gp and should be ignored for analysis
| Correlation | 0.97533 |
|---|
max_faturamento_est_coligados_gp
Highly correlated
This variable is highly correlated with max_faturamento_est_coligados and should be ignored for analysis
| Correlation | 0.92088 |
|---|
max_filiais_coligados
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 97.3% |
| Missing (n) | 540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.2 |
|---|---|
| Minimum | 1 |
| Maximum | 46 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 10 |
| 95-th percentile | 36.2 |
| Maximum | 46 |
| Range | 45 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 13.278 |
|---|---|
| Coef of variation | 1.4433 |
| Kurtosis | 3.7864 |
| Mean | 9.2 |
| MAD | 9.6267 |
| Skewness | 2.0589 |
| Sum | 138 |
| Variance | 176.31 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 5 | 0.9% | |
| 5 | 2 | 0.4% | |
| 3 | 2 | 0.4% | |
| 6 | 1 | 0.2% | |
| 46 | 1 | 0.2% | |
| 2 | 1 | 0.2% | |
| 32 | 1 | 0.2% | |
| 14 | 1 | 0.2% | |
| 17 | 1 | 0.2% | |
| (Missing) | 540 | 97.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 5 | 0.9% | |
| 2 | 1 | 0.2% | |
| 3 | 2 | 0.4% | |
| 5 | 2 | 0.4% | |
| 6 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 46 | 1 | 0.2% | |
| 32 | 1 | 0.2% | |
| 17 | 1 | 0.2% | |
| 14 | 1 | 0.2% | |
| 6 | 1 | 0.2% |
max_funcionarios_coligados_gp
Highly correlated
This variable is highly correlated with max_faturamento_est_coligados_gp and should be ignored for analysis
| Correlation | 0.99882 |
|---|
max_meses_servicos
Numeric
| Distinct count | 87 |
|---|---|
| Unique (%) | 15.7% |
| Missing (%) | 81.8% |
| Missing (n) | 454 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 72.99 |
|---|---|
| Minimum | 5.8 |
| Maximum | 309.33 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.8 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 25.233 |
| Median | 54.7 |
| Q3 | 93.267 |
| 95-th percentile | 198.77 |
| Maximum | 309.33 |
| Range | 303.53 |
| Interquartile range | 68.033 |
Descriptive statistics
| Standard deviation | 61.443 |
|---|---|
| Coef of variation | 0.84181 |
| Kurtosis | 2.3671 |
| Mean | 72.99 |
| MAD | 46.916 |
| Skewness | 1.4883 |
| Sum | 7372 |
| Variance | 3775.3 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 89.2 | 4 | 0.7% | |
| 21.133 | 3 | 0.5% | |
| 43.533 | 2 | 0.4% | |
| 23.2 | 2 | 0.4% | |
| 95.233 | 2 | 0.4% | |
| 93.267 | 2 | 0.4% | |
| 49.6 | 2 | 0.4% | |
| 17.133 | 2 | 0.4% | |
| 91.2 | 2 | 0.4% | |
| 81.067 | 2 | 0.4% | |
| Other values (76) | 78 | 14.1% | |
| (Missing) | 454 | 81.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.8 | 1 | 0.2% | |
| 5.9667 | 1 | 0.2% | |
| 6.9667 | 1 | 0.2% | |
| 9.3667 | 1 | 0.2% | |
| 9.9 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 309.33 | 1 | 0.2% | |
| 253.5 | 1 | 0.2% | |
| 252.43 | 1 | 0.2% | |
| 234.27 | 1 | 0.2% | |
| 200.77 | 1 | 0.2% |
max_meses_servicos_all
Numeric
| Distinct count | 120 |
|---|---|
| Unique (%) | 21.6% |
| Missing (%) | 76.4% |
| Missing (n) | 424 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 103.35 |
|---|---|
| Minimum | 1.0333 |
| Maximum | 5015 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.0333 |
|---|---|
| 5-th percentile | 5.8833 |
| Q1 | 23.233 |
| Median | 46.667 |
| Q3 | 89.2 |
| 95-th percentile | 196.22 |
| Maximum | 5015 |
| Range | 5013.9 |
| Interquartile range | 65.967 |
Descriptive statistics
| Standard deviation | 436.36 |
|---|---|
| Coef of variation | 4.2222 |
| Kurtosis | 126.24 |
| Mean | 103.35 |
| MAD | 98.032 |
| Skewness | 11.138 |
| Sum | 13539 |
| Variance | 1.9041e+05 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 89.2 | 4 | 0.7% | |
| 43.533 | 2 | 0.4% | |
| 17.133 | 2 | 0.4% | |
| 95.233 | 2 | 0.4% | |
| 93.267 | 2 | 0.4% | |
| 23.2 | 2 | 0.4% | |
| 81.067 | 2 | 0.4% | |
| 52.767 | 2 | 0.4% | |
| 28.433 | 2 | 0.4% | |
| 49.6 | 2 | 0.4% | |
| Other values (109) | 109 | 19.6% | |
| (Missing) | 424 | 76.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0333 | 1 | 0.2% | |
| 2.0333 | 1 | 0.2% | |
| 3.4333 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 4.6 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5015 | 1 | 0.2% | |
| 309.33 | 1 | 0.2% | |
| 252.43 | 1 | 0.2% | |
| 234.27 | 1 | 0.2% | |
| 213.4 | 1 | 0.2% |
max_vl_folha_coligados
Highly correlated
This variable is highly correlated with max_faturamento_est_coligados and should be ignored for analysis
| Correlation | 0.94328 |
|---|
max_vl_folha_coligados_gp
Highly correlated
This variable is highly correlated with max_funcionarios_coligados_gp and should be ignored for analysis
| Correlation | 0.98304 |
|---|
media_faturamento_est_coligados
Highly correlated
This variable is highly correlated with max_funcionarios_coligados_gp and should be ignored for analysis
| Correlation | 0.946 |
|---|
media_faturamento_est_coligados_gp
Numeric
| Distinct count | 40 |
|---|---|
| Unique (%) | 7.2% |
| Missing (%) | 88.8% |
| Missing (n) | 493 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.3477e+06 |
|---|---|
| Minimum | 61819 |
| Maximum | 2.4072e+08 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 61819 |
|---|---|
| 5-th percentile | 2.1e+05 |
| Q1 | 2.1e+05 |
| Median | 4.35e+05 |
| Q3 | 1.0679e+06 |
| 95-th percentile | 9.3445e+06 |
| Maximum | 2.4072e+08 |
| Range | 2.4066e+08 |
| Interquartile range | 8.579e+05 |
Descriptive statistics
| Standard deviation | 3.1643e+07 |
|---|---|
| Coef of variation | 4.985 |
| Kurtosis | 51.564 |
| Mean | 6.3477e+06 |
| MAD | 1.0327e+07 |
| Skewness | 7.0118 |
| Sum | 3.9356e+08 |
| Variance | 1.0013e+15 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 2.1e+05 | 19 | 3.4% | |
| 3.7092e+05 | 3 | 0.5% | |
| 9.3e+05 | 2 | 0.4% | |
| 5.5637e+05 | 2 | 0.4% | |
| 2.2864e+05 | 2 | 0.4% | |
| 1.057e+06 | 1 | 0.2% | |
| 61819 | 1 | 0.2% | |
| 5.1516e+05 | 1 | 0.2% | |
| 4.9455e+05 | 1 | 0.2% | |
| 4.2e+05 | 1 | 0.2% | |
| Other values (29) | 29 | 5.2% | |
| (Missing) | 493 | 88.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 61819 | 1 | 0.2% | |
| 1.8546e+05 | 1 | 0.2% | |
| 2.0606e+05 | 1 | 0.2% | |
| 2.1e+05 | 19 | 3.4% | |
| 2.2864e+05 | 2 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.4072e+08 | 1 | 0.2% | |
| 6.8719e+07 | 1 | 0.2% | |
| 2.6555e+07 | 1 | 0.2% | |
| 9.5305e+06 | 1 | 0.2% | |
| 5.811e+06 | 1 | 0.2% |
media_filiais_coligados
Highly correlated
This variable is highly correlated with max_filiais_coligados and should be ignored for analysis
| Correlation | 0.98482 |
|---|
media_funcionarios_coligados_gp
Highly correlated
This variable is highly correlated with media_filiais_coligados and should be ignored for analysis
| Correlation | 0.92902 |
|---|
media_meses_servicos
Numeric
| Distinct count | 96 |
|---|---|
| Unique (%) | 17.3% |
| Missing (%) | 81.8% |
| Missing (n) | 454 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 49.929 |
|---|---|
| Minimum | 5.4067 |
| Maximum | 228.16 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.4067 |
|---|---|
| 5-th percentile | 6.4167 |
| Q1 | 22.323 |
| Median | 41.967 |
| Q3 | 65.917 |
| 95-th percentile | 131.69 |
| Maximum | 228.16 |
| Range | 222.75 |
| Interquartile range | 43.594 |
Descriptive statistics
| Standard deviation | 40.969 |
|---|---|
| Coef of variation | 0.82054 |
| Kurtosis | 4.8392 |
| Mean | 49.929 |
| MAD | 28.944 |
| Skewness | 1.9248 |
| Sum | 5042.8 |
| Variance | 1678.5 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 23.533 | 2 | 0.4% | |
| 18.133 | 2 | 0.4% | |
| 86.133 | 2 | 0.4% | |
| 23.2 | 2 | 0.4% | |
| 49.6 | 2 | 0.4% | |
| 66.833 | 2 | 0.4% | |
| 25.233 | 1 | 0.2% | |
| 53.967 | 1 | 0.2% | |
| 82.562 | 1 | 0.2% | |
| 36.996 | 1 | 0.2% | |
| Other values (85) | 85 | 15.3% | |
| (Missing) | 454 | 81.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.4067 | 1 | 0.2% | |
| 5.7167 | 1 | 0.2% | |
| 5.9556 | 1 | 0.2% | |
| 6.15 | 1 | 0.2% | |
| 6.3333 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 228.16 | 1 | 0.2% | |
| 199.77 | 1 | 0.2% | |
| 176.93 | 1 | 0.2% | |
| 148 | 1 | 0.2% | |
| 142.9 | 1 | 0.2% |
media_meses_servicos_all
Highly correlated
This variable is highly correlated with max_meses_servicos_all and should be ignored for analysis
| Correlation | 0.96516 |
|---|
media_vl_folha_coligados
Highly correlated
This variable is highly correlated with media_faturamento_est_coligados and should be ignored for analysis
| Correlation | 0.90233 |
|---|
media_vl_folha_coligados_gp
Highly correlated
This variable is highly correlated with media_funcionarios_coligados_gp and should be ignored for analysis
| Correlation | 0.99564 |
|---|
meses_ultima_contratacaco
Numeric
| Distinct count | 103 |
|---|---|
| Unique (%) | 18.6% |
| Missing (%) | 76.4% |
| Missing (n) | 424 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 35.059 |
|---|---|
| Minimum | 2.1667 |
| Maximum | 153.1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2.1667 |
|---|---|
| 5-th percentile | 2.9333 |
| Q1 | 8.0333 |
| Median | 23.2 |
| Q3 | 54.667 |
| 95-th percentile | 92.75 |
| Maximum | 153.1 |
| Range | 150.93 |
| Interquartile range | 46.633 |
Descriptive statistics
| Standard deviation | 31.521 |
|---|---|
| Coef of variation | 0.89908 |
| Kurtosis | 1.3051 |
| Mean | 35.059 |
| MAD | 25.683 |
| Skewness | 1.1825 |
| Sum | 4592.8 |
| Variance | 993.58 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 2.9333 | 6 | 1.1% | |
| 6.9667 | 4 | 0.7% | |
| 25.233 | 3 | 0.5% | |
| 22.133 | 3 | 0.5% | |
| 23.2 | 3 | 0.5% | |
| 4.9667 | 3 | 0.5% | |
| 21.133 | 3 | 0.5% | |
| 38.433 | 2 | 0.4% | |
| 3.8333 | 2 | 0.4% | |
| 18.133 | 2 | 0.4% | |
| Other values (92) | 100 | 18.0% | |
| (Missing) | 424 | 76.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.1667 | 1 | 0.2% | |
| 2.2 | 1 | 0.2% | |
| 2.2333 | 1 | 0.2% | |
| 2.5333 | 1 | 0.2% | |
| 2.9333 | 6 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 153.1 | 1 | 0.2% | |
| 142.9 | 1 | 0.2% | |
| 112.33 | 1 | 0.2% | |
| 104.03 | 1 | 0.2% | |
| 102.37 | 1 | 0.2% |
min_faturamento_est_coligados
Highly correlated
This variable is highly correlated with media_faturamento_est_coligados_gp and should be ignored for analysis
| Correlation | 0.94011 |
|---|
min_faturamento_est_coligados_gp
Highly correlated
This variable is highly correlated with min_faturamento_est_coligados and should be ignored for analysis
| Correlation | 0.98577 |
|---|
min_filiais_coligados
Highly correlated
This variable is highly correlated with media_vl_folha_coligados_gp and should be ignored for analysis
| Correlation | 0.91131 |
|---|
min_funcionarios_coligados_gp
Highly correlated
This variable is highly correlated with min_faturamento_est_coligados_gp and should be ignored for analysis
| Correlation | 0.99747 |
|---|
min_meses_servicos
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 14.2% |
| Missing (%) | 81.8% |
| Missing (n) | 454 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 33.616 |
|---|---|
| Minimum | 2.1667 |
| Maximum | 192.63 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2.1667 |
|---|---|
| 5-th percentile | 2.9333 |
| Q1 | 5.9667 |
| Median | 22.133 |
| Q3 | 48.567 |
| 95-th percentile | 104.03 |
| Maximum | 192.63 |
| Range | 190.47 |
| Interquartile range | 42.6 |
Descriptive statistics
| Standard deviation | 37.411 |
|---|---|
| Coef of variation | 1.1129 |
| Kurtosis | 4.0729 |
| Mean | 33.616 |
| MAD | 27.724 |
| Skewness | 1.9104 |
| Sum | 3395.2 |
| Variance | 1399.5 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 2.9333 | 6 | 1.1% | |
| 23.2 | 4 | 0.7% | |
| 6.9667 | 4 | 0.7% | |
| 4.9667 | 3 | 0.5% | |
| 3.8333 | 2 | 0.4% | |
| 61.767 | 2 | 0.4% | |
| 8.0333 | 2 | 0.4% | |
| 49.6 | 2 | 0.4% | |
| 18.133 | 2 | 0.4% | |
| 25.233 | 2 | 0.4% | |
| Other values (68) | 72 | 13.0% | |
| (Missing) | 454 | 81.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.1667 | 1 | 0.2% | |
| 2.2 | 1 | 0.2% | |
| 2.2333 | 1 | 0.2% | |
| 2.5333 | 1 | 0.2% | |
| 2.9333 | 6 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 192.63 | 1 | 0.2% | |
| 153.1 | 1 | 0.2% | |
| 148 | 1 | 0.2% | |
| 142.9 | 1 | 0.2% | |
| 117.57 | 1 | 0.2% |
min_meses_servicos_all
Numeric
| Distinct count | 101 |
|---|---|
| Unique (%) | 18.2% |
| Missing (%) | 76.4% |
| Missing (n) | 424 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.219 |
|---|---|
| Minimum | -0.7 |
| Maximum | 142.9 |
| Zeros (%) | 0.9% |
Quantile statistics
| Minimum | -0.7 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.0333 |
| Median | 5.0333 |
| Q3 | 17.283 |
| 95-th percentile | 53.367 |
| Maximum | 142.9 |
| Range | 143.6 |
| Interquartile range | 16.25 |
Descriptive statistics
| Standard deviation | 20.45 |
|---|---|
| Coef of variation | 1.547 |
| Kurtosis | 14.699 |
| Mean | 13.219 |
| MAD | 13.28 |
| Skewness | 3.2827 |
| Sum | 1731.7 |
| Variance | 418.2 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 8 | 1.4% | |
| 0 | 5 | 0.9% | |
| 3.0667 | 4 | 0.7% | |
| 1.0333 | 3 | 0.5% | |
| 2.0333 | 3 | 0.5% | |
| 2.9333 | 2 | 0.4% | |
| 0.23333 | 2 | 0.4% | |
| 4.0667 | 2 | 0.4% | |
| 0.93333 | 2 | 0.4% | |
| 1.9667 | 2 | 0.4% | |
| Other values (90) | 98 | 17.7% | |
| (Missing) | 424 | 76.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.7 | 1 | 0.2% | |
| -0.46667 | 1 | 0.2% | |
| -0.23333 | 1 | 0.2% | |
| -0.066667 | 2 | 0.4% | |
| 0 | 5 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 142.9 | 1 | 0.2% | |
| 104.03 | 1 | 0.2% | |
| 69 | 1 | 0.2% | |
| 64.833 | 1 | 0.2% | |
| 54.733 | 1 | 0.2% |
min_vl_folha_coligados
Highly correlated
This variable is highly correlated with min_faturamento_est_coligados and should be ignored for analysis
| Correlation | 0.91156 |
|---|
min_vl_folha_coligados_gp
Highly correlated
This variable is highly correlated with min_funcionarios_coligados_gp and should be ignored for analysis
| Correlation | 0.99979 |
|---|
natureza_juridica_macro
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| OUTROS | |
|---|---|
| ENTIDADES EMPRESARIAIS |
| Value | Count | Frequency (%) | |
| OUTROS | 447 | 80.5% | |
| ENTIDADES EMPRESARIAIS | 108 | 19.5% |
| Max length | 22 |
|---|---|
| Mean length | 9.1135 |
| Min length | 6 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
nm_divisao
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| COMERCIO VAREJISTA | |
|---|---|
| FABRICACAO DE PRODUTOS ALIMENTICIOS | 16 |
| FABRICACAO DE MOVEIS | 9 |
| Other values (5) | 34 |
| Value | Count | Frequency (%) | |
| COMERCIO VAREJISTA | 496 | 89.4% | |
| FABRICACAO DE PRODUTOS ALIMENTICIOS | 16 | 2.9% | |
| FABRICACAO DE MOVEIS | 9 | 1.6% | |
| FABRICACAO DE PRODUTOS DE MADEIRA | 9 | 1.6% | |
| CONFECCAO DE ARTIGOS DO VESTUARIO E ACESSORIOS | 9 | 1.6% | |
| FABRICACAO DE PRODUTOS DIVERSOS | 8 | 1.4% | |
| MANUTENCAO REPARACAO E INSTALACAO DE MAQUINAS E EQUIPAMENTOS | 7 | 1.3% | |
| FABRICACAO DE BEBIDAS | 1 | 0.2% |
| Max length | 60 |
|---|---|
| Mean length | 19.942 |
| Min length | 18 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
nm_meso_regiao
Categorical
| Distinct count | 20 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 11.5% |
| Missing (n) | 64 |
| CENTRO AMAZONENSE | |
|---|---|
| LESTE POTIGUAR | |
| NORTE MARANHENSE | |
| Other values (16) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| CENTRO AMAZONENSE | 78 | 14.1% | |
| LESTE POTIGUAR | 77 | 13.9% | |
| NORTE MARANHENSE | 65 | 11.7% | |
| CENTRO NORTE PIAUIENSE | 55 | 9.9% | |
| OESTE MARANHENSE | 36 | 6.5% | |
| LESTE MARANHENSE | 25 | 4.5% | |
| CENTRO MARANHENSE | 21 | 3.8% | |
| VALE DO ACRE | 20 | 3.6% | |
| OESTE POTIGUAR | 18 | 3.2% | |
| SUDESTE PIAUIENSE | 17 | 3.1% | |
| Other values (9) | 79 | 14.2% | |
| (Missing) | 64 | 11.5% |
| Max length | 22 |
|---|---|
| Mean length | 14.805 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
nm_micro_regiao
Categorical
| Distinct count | 67 |
|---|---|
| Unique (%) | 12.1% |
| Missing (%) | 11.5% |
| Missing (n) | 64 |
| MANAUS | |
|---|---|
| NATAL | 58 |
| AGLOMERACAO URBANA DE SAO LUIS | 48 |
| Other values (63) | |
| (Missing) | 64 |
| Value | Count | Frequency (%) | |
| MANAUS | 65 | 11.7% | |
| NATAL | 58 | 10.5% | |
| AGLOMERACAO URBANA DE SAO LUIS | 48 | 8.6% | |
| TERESINA | 41 | 7.4% | |
| IMPERATRIZ | 20 | 3.6% | |
| RIO BRANCO | 15 | 2.7% | |
| PINDARE | 11 | 2.0% | |
| LITORAL SUL | 10 | 1.8% | |
| ALTO MEDIO CANINDE | 9 | 1.6% | |
| MEDIO MEARIM | 9 | 1.6% | |
| Other values (56) | 205 | 36.9% | |
| (Missing) | 64 | 11.5% |
| Max length | 33 |
|---|---|
| Mean length | 11.132 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
nm_segmento
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| COMERCIO; REPARACAO DE VEICULOS AUTOMOTORES E MOTOCICLETAS | |
|---|---|
| INDUSTRIAS DE TRANSFORMACAO | 59 |
| Value | Count | Frequency (%) | |
| COMERCIO; REPARACAO DE VEICULOS AUTOMOTORES E MOTOCICLETAS | 496 | 89.4% | |
| INDUSTRIAS DE TRANSFORMACAO | 59 | 10.6% |
| Max length | 58 |
|---|---|
| Mean length | 54.705 |
| Min length | 27 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
nu_meses_rescencia
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 8.5% |
| Missing (n) | 47 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 24.772 |
|---|---|
| Minimum | 7 |
| Maximum | 54 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 22 |
| Median | 23 |
| Q3 | 25 |
| 95-th percentile | 48 |
| Maximum | 54 |
| Range | 47 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 9.9697 |
|---|---|
| Coef of variation | 0.40247 |
| Kurtosis | 1.8006 |
| Mean | 24.772 |
| MAD | 6.0577 |
| Skewness | 1.222 |
| Sum | 12584 |
| Variance | 99.395 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 23 | 124 | 22.3% | |
| 22 | 107 | 19.3% | |
| 24 | 51 | 9.2% | |
| 48 | 35 | 6.3% | |
| 25 | 35 | 6.3% | |
| 26 | 28 | 5.0% | |
| 21 | 22 | 4.0% | |
| 27 | 16 | 2.9% | |
| 9 | 13 | 2.3% | |
| 10 | 13 | 2.3% | |
| Other values (13) | 64 | 11.5% | |
| (Missing) | 47 | 8.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7 | 10 | 1.8% | |
| 8 | 11 | 2.0% | |
| 9 | 13 | 2.3% | |
| 10 | 13 | 2.3% | |
| 11 | 5 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 54 | 3 | 0.5% | |
| 52 | 1 | 0.2% | |
| 50 | 11 | 2.0% | |
| 49 | 4 | 0.7% | |
| 48 | 35 | 6.3% |
percent_func_genero_fem
Numeric
| Distinct count | 31 |
|---|---|
| Unique (%) | 5.6% |
| Missing (%) | 81.8% |
| Missing (n) | 454 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54.435 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 4.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 19.23 |
| Median | 53.85 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 80.77 |
Descriptive statistics
| Standard deviation | 38.792 |
|---|---|
| Coef of variation | 0.71262 |
| Kurtosis | -1.4446 |
| Mean | 54.435 |
| MAD | 33.768 |
| Skewness | -0.15893 |
| Sum | 5498 |
| Variance | 1504.8 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 100 | 32 | 5.8% | |
| 0 | 22 | 4.0% | |
| 50 | 11 | 2.0% | |
| 66.67 | 5 | 0.9% | |
| 33.33 | 4 | 0.7% | |
| 60 | 2 | 0.4% | |
| 75 | 2 | 0.4% | |
| 25 | 1 | 0.2% | |
| 62.5 | 1 | 0.2% | |
| 37.5 | 1 | 0.2% | |
| Other values (20) | 20 | 3.6% | |
| (Missing) | 454 | 81.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 22 | 4.0% | |
| 4.76 | 1 | 0.2% | |
| 14.29 | 1 | 0.2% | |
| 15.71 | 1 | 0.2% | |
| 19.23 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 32 | 5.8% | |
| 85.71 | 1 | 0.2% | |
| 80 | 1 | 0.2% | |
| 77.78 | 1 | 0.2% | |
| 75 | 2 | 0.4% |
percent_func_genero_masc
Numeric
| Distinct count | 31 |
|---|---|
| Unique (%) | 5.6% |
| Missing (%) | 81.8% |
| Missing (n) | 454 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 45.565 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 5.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 46.15 |
| Q3 | 80.77 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 80.77 |
Descriptive statistics
| Standard deviation | 38.792 |
|---|---|
| Coef of variation | 0.85135 |
| Kurtosis | -1.4446 |
| Mean | 45.565 |
| MAD | 33.768 |
| Skewness | 0.15893 |
| Sum | 4602 |
| Variance | 1504.8 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 32 | 5.8% | |
| 100 | 22 | 4.0% | |
| 50 | 11 | 2.0% | |
| 33.33 | 5 | 0.9% | |
| 66.67 | 4 | 0.7% | |
| 40 | 2 | 0.4% | |
| 25 | 2 | 0.4% | |
| 14.29 | 1 | 0.2% | |
| 37.5 | 1 | 0.2% | |
| 62.5 | 1 | 0.2% | |
| Other values (20) | 20 | 3.6% | |
| (Missing) | 454 | 81.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 32 | 5.8% | |
| 14.29 | 1 | 0.2% | |
| 20 | 1 | 0.2% | |
| 22.22 | 1 | 0.2% | |
| 25 | 2 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 22 | 4.0% | |
| 95.24 | 1 | 0.2% | |
| 85.71 | 1 | 0.2% | |
| 84.29 | 1 | 0.2% | |
| 80.77 | 1 | 0.2% |
qt_admitidos
Numeric
| Distinct count | 41 |
|---|---|
| Unique (%) | 7.4% |
| Missing (%) | 76.4% |
| Missing (n) | 424 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.374 |
|---|---|
| Minimum | 1 |
| Maximum | 203 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.5 |
| Median | 5 |
| Q3 | 13.5 |
| 95-th percentile | 49.5 |
| Maximum | 203 |
| Range | 202 |
| Interquartile range | 12 |
Descriptive statistics
| Standard deviation | 26.956 |
|---|---|
| Coef of variation | 1.8753 |
| Kurtosis | 25.183 |
| Mean | 14.374 |
| MAD | 15.13 |
| Skewness | 4.4816 |
| Sum | 1883 |
| Variance | 726.62 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 33 | 5.9% | |
| 2 | 14 | 2.5% | |
| 4 | 12 | 2.2% | |
| 6 | 7 | 1.3% | |
| 3 | 5 | 0.9% | |
| 8 | 5 | 0.9% | |
| 13 | 4 | 0.7% | |
| 9 | 4 | 0.7% | |
| 7 | 4 | 0.7% | |
| 10 | 4 | 0.7% | |
| Other values (30) | 39 | 7.0% | |
| (Missing) | 424 | 76.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 33 | 5.9% | |
| 2 | 14 | 2.5% | |
| 3 | 5 | 0.9% | |
| 4 | 12 | 2.2% | |
| 5 | 2 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 203 | 1 | 0.2% | |
| 164 | 1 | 0.2% | |
| 100 | 1 | 0.2% | |
| 69 | 1 | 0.2% | |
| 65 | 1 | 0.2% |
qt_admitidos_12meses
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 2.2% |
| Missing (%) | 76.4% |
| Missing (n) | 424 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0229 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros (%) | 16.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 5.5 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.3582 |
|---|---|
| Coef of variation | 2.3054 |
| Kurtosis | 16.496 |
| Mean | 1.0229 |
| MAD | 1.3958 |
| Skewness | 3.7071 |
| Sum | 134 |
| Variance | 5.561 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 89 | 16.0% | |
| 1 | 17 | 3.1% | |
| 2 | 7 | 1.3% | |
| 3 | 6 | 1.1% | |
| 4 | 4 | 0.7% | |
| 7 | 2 | 0.4% | |
| 6 | 2 | 0.4% | |
| 14 | 1 | 0.2% | |
| 9 | 1 | 0.2% | |
| 15 | 1 | 0.2% | |
| (Missing) | 424 | 76.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 89 | 16.0% | |
| 1 | 17 | 3.1% | |
| 2 | 7 | 1.3% | |
| 3 | 6 | 1.1% | |
| 4 | 4 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.2% | |
| 14 | 1 | 0.2% | |
| 9 | 1 | 0.2% | |
| 7 | 2 | 0.4% | |
| 6 | 2 | 0.4% |
qt_alteracao_socio_180d
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_alteracao_socio_365d
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_alteracao_socio_90d
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_alteracao_socio_total
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_art
Highly correlated
This variable is highly correlated with qt_admitidos and should be ignored for analysis
| Correlation | 1 |
|---|
qt_coligadas
Highly correlated
This variable is highly correlated with min_filiais_coligados and should be ignored for analysis
| Correlation | 0.96825 |
|---|
qt_coligados
Highly correlated
This variable is highly correlated with qt_coligadas and should be ignored for analysis
| Correlation | 0.99748 |
|---|
qt_coligados_agropecuaria
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 88.6% |
| Missing (n) | 492 |
| 0 | 62 |
|---|---|
| 1 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 62 | 11.2% | |
| 1 | 1 | 0.2% | |
| (Missing) | 492 | 88.6% |
qt_coligados_atividade_alto
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_atividade_baixo
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_atividade_inativo
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_atividade_medio
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_atividade_mt_baixo
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_ativo
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 88.6% |
| Missing (n) | 492 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.7937 |
|---|---|
| Minimum | 0 |
| Maximum | 42 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 18.9 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 7.3048 |
|---|---|
| Coef of variation | 1.9255 |
| Kurtosis | 15.99 |
| Mean | 3.7937 |
| MAD | 3.7863 |
| Skewness | 3.9115 |
| Sum | 239 |
| Variance | 53.36 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 30 | 5.4% | |
| 2 | 15 | 2.7% | |
| 3 | 6 | 1.1% | |
| 5 | 3 | 0.5% | |
| 9 | 2 | 0.4% | |
| 42 | 1 | 0.2% | |
| 0 | 1 | 0.2% | |
| 6 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 20 | 1 | 0.2% | |
| Other values (2) | 2 | 0.4% | |
| (Missing) | 492 | 88.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.2% | |
| 1 | 30 | 5.4% | |
| 2 | 15 | 2.7% | |
| 3 | 6 | 1.1% | |
| 4 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42 | 1 | 0.2% | |
| 33 | 1 | 0.2% | |
| 23 | 1 | 0.2% | |
| 20 | 1 | 0.2% | |
| 9 | 2 | 0.4% |
qt_coligados_baixada
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_ccivil
Highly correlated
This variable is highly correlated with qt_art and should be ignored for analysis
| Correlation | 1 |
|---|
qt_coligados_centro
Highly correlated
This variable is highly correlated with qt_coligadas and should be ignored for analysis
| Correlation | 0.91428 |
|---|
qt_coligados_comercio
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 88.6% |
| Missing (n) | 492 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.4444 |
|---|---|
| Minimum | 0 |
| Maximum | 42 |
| Zeros (%) | 3.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 8.6 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 6.3418 |
|---|---|
| Coef of variation | 2.5944 |
| Kurtosis | 26.422 |
| Mean | 2.4444 |
| MAD | 2.8889 |
| Skewness | 4.8797 |
| Sum | 154 |
| Variance | 40.219 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 25 | 4.5% | |
| 0 | 21 | 3.8% | |
| 2 | 8 | 1.4% | |
| 5 | 2 | 0.4% | |
| 3 | 2 | 0.4% | |
| 42 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 9 | 1 | 0.2% | |
| 20 | 1 | 0.2% | |
| 22 | 1 | 0.2% | |
| (Missing) | 492 | 88.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 21 | 3.8% | |
| 1 | 25 | 4.5% | |
| 2 | 8 | 1.4% | |
| 3 | 2 | 0.4% | |
| 4 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42 | 1 | 0.2% | |
| 22 | 1 | 0.2% | |
| 20 | 1 | 0.2% | |
| 9 | 1 | 0.2% | |
| 5 | 2 | 0.4% |
qt_coligados_epp
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_exterior
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_inapta
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 88.6% |
| Missing (n) | 492 |
| 0 | 62 |
|---|---|
| 1 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 62 | 11.2% | |
| 1 | 1 | 0.2% | |
| (Missing) | 492 | 88.6% |
qt_coligados_industria
Highly correlated
This variable is highly correlated with qt_coligados_ccivil and should be ignored for analysis
| Correlation | 0.90112 |
|---|
qt_coligados_ltda
Highly correlated
This variable is highly correlated with qt_coligados_centro and should be ignored for analysis
| Correlation | 1 |
|---|
qt_coligados_matriz
Highly correlated
This variable is highly correlated with qt_coligados and should be ignored for analysis
| Correlation | 0.99154 |
|---|
qt_coligados_me
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_mei
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_nordeste
Highly correlated
This variable is highly correlated with qt_coligados_ativo and should be ignored for analysis
| Correlation | 0.90069 |
|---|
qt_coligados_norte
Highly correlated
This variable is highly correlated with qt_art and should be ignored for analysis
| Correlation | 1 |
|---|
qt_coligados_nula
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_sa
Highly correlated
This variable is highly correlated with qt_coligados_industria and should be ignored for analysis
| Correlation | 0.98024 |
|---|
qt_coligados_serviço
Highly correlated
This variable is highly correlated with max_vl_folha_coligados and should be ignored for analysis
| Correlation | 0.91346 |
|---|
qt_coligados_sudeste
Highly correlated
This variable is highly correlated with qt_coligados_ltda and should be ignored for analysis
| Correlation | 0.94436 |
|---|
qt_coligados_sul
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_coligados_suspensa
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
qt_desligados
Highly correlated
This variable is highly correlated with qt_art and should be ignored for analysis
| Correlation | 1 |
|---|
qt_desligados_12meses
Highly correlated
This variable is highly correlated with qt_art and should be ignored for analysis
| Correlation | 1 |
|---|
qt_ex_funcionarios
Highly correlated
This variable is highly correlated with qt_desligados and should be ignored for analysis
| Correlation | 0.99994 |
|---|
qt_filiais
Highly correlated
This variable is highly correlated with qt_coligados_sa and should be ignored for analysis
| Correlation | 0.9758 |
|---|
qt_funcionarios
Highly correlated
This variable is highly correlated with idade_de_49_a_53 and should be ignored for analysis
| Correlation | 0.93264 |
|---|
qt_funcionarios_12meses
Highly correlated
This variable is highly correlated with qt_funcionarios and should be ignored for analysis
| Correlation | 0.9758 |
|---|
qt_funcionarios_24meses
Highly correlated
This variable is highly correlated with qt_admitidos and should be ignored for analysis
| Correlation | 0.922 |
|---|
qt_funcionarios_coligados
Highly correlated
This variable is highly correlated with qt_filiais and should be ignored for analysis
| Correlation | 0.94954 |
|---|
qt_funcionarios_coligados_gp
Highly correlated
This variable is highly correlated with qt_funcionarios_coligados and should be ignored for analysis
| Correlation | 0.97194 |
|---|
qt_funcionarios_grupo
Highly correlated
This variable is highly correlated with qt_funcionarios_coligados_gp and should be ignored for analysis
| Correlation | 0.91578 |
|---|
qt_ramos_coligados
Highly correlated
This variable is highly correlated with qt_funcionarios_grupo and should be ignored for analysis
| Correlation | 0.96688 |
|---|
qt_regioes_coligados
Highly correlated
This variable is highly correlated with qt_coligadas and should be ignored for analysis
| Correlation | 0.91428 |
|---|
qt_socios
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 26.5% |
| Missing (n) | 147 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2794 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.65413 |
|---|---|
| Coef of variation | 0.51127 |
| Kurtosis | 50.123 |
| Mean | 1.2794 |
| MAD | 0.43144 |
| Skewness | 5.303 |
| Sum | 522 |
| Variance | 0.42788 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 315 | 56.8% | |
| 2 | 81 | 14.6% | |
| 3 | 9 | 1.6% | |
| 5 | 1 | 0.2% | |
| 9 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| (Missing) | 147 | 26.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 315 | 56.8% | |
| 2 | 81 | 14.6% | |
| 3 | 9 | 1.6% | |
| 4 | 1 | 0.2% | |
| 5 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 3 | 9 | 1.6% | |
| 2 | 81 | 14.6% |
qt_socios_coligados
Highly correlated
This variable is highly correlated with qt_coligados_ativo and should be ignored for analysis
| Correlation | 0.98249 |
|---|
qt_socios_feminino
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 65.8% |
| Missing (n) | 365 |
| 1 | |
|---|---|
| 2 | 11 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 179 | 32.3% | |
| 2 | 11 | 2.0% | |
| (Missing) | 365 | 65.8% |
qt_socios_masculino
Highly correlated
This variable is highly correlated with qt_art and should be ignored for analysis
| Correlation | 1 |
|---|
qt_socios_pep
Highly correlated
This variable is highly correlated with qt_socios_masculino and should be ignored for analysis
| Correlation | 1 |
|---|
qt_socios_pf
Highly correlated
This variable is highly correlated with qt_socios_pep and should be ignored for analysis
| Correlation | 1 |
|---|
qt_socios_pj
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 26.5% |
| Missing (n) | 147 |
| 0 | |
|---|---|
| 2 | 1 |
| 1 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 406 | 73.2% | |
| 2 | 1 | 0.2% | |
| 1 | 1 | 0.2% | |
| (Missing) | 147 | 26.5% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
qt_socios_pj_ativos
Highly correlated
This variable is highly correlated with qt_socios_pj and should be ignored for analysis
| Correlation | 1 |
|---|
qt_socios_pj_baixados
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_socios_pj_inaptos
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_socios_pj_nulos
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_socios_pj_suspensos
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
qt_socios_st_regular
Highly correlated
This variable is highly correlated with qt_socios_pep and should be ignored for analysis
| Correlation | 1 |
|---|
qt_socios_st_suspensa
Constant
This variable is constant and should be ignored for analysis
| Constant value | 1.0 |
|---|
qt_ufs_coligados
Highly correlated
This variable is highly correlated with qt_socios_pj_ativos and should be ignored for analysis
| Correlation | 1 |
|---|
setor
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| COMERCIO | |
|---|---|
| INDUSTRIA | 52 |
| SERVIÃO | 7 |
| Value | Count | Frequency (%) | |
| COMERCIO | 496 | 89.4% | |
| INDUSTRIA | 52 | 9.4% | |
| SERVIÃO | 7 | 1.3% |
| Max length | 9 |
|---|---|
| Mean length | 8.0937 |
| Min length | 8 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | True |
sg_uf
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| MA | |
|---|---|
| RN | |
| PI | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| MA | 157 | 28.3% | |
| RN | 116 | 20.9% | |
| PI | 103 | 18.6% | |
| AM | 94 | 16.9% | |
| RO | 64 | 11.5% | |
| AC | 21 | 3.8% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
sg_uf_matriz
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| MA | |
|---|---|
| RN | |
| PI | |
| Other values (4) |
| Value | Count | Frequency (%) | |
| MA | 156 | 28.1% | |
| RN | 116 | 20.9% | |
| PI | 103 | 18.6% | |
| AM | 93 | 16.8% | |
| RO | 64 | 11.5% | |
| AC | 22 | 4.0% | |
| CE | 1 | 0.2% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
sum_faturamento_estimado_coligadas
Highly correlated
This variable is highly correlated with qt_regioes_coligados and should be ignored for analysis
| Correlation | 0.97948 |
|---|
total
Highly correlated
This variable is highly correlated with qt_funcionarios_12meses and should be ignored for analysis
| Correlation | 0.97438 |
|---|
total_filiais_coligados
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 2.2% |
| Missing (%) | 97.3% |
| Missing (n) | 540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.533 |
|---|---|
| Minimum | 1 |
| Maximum | 46 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 5 |
| Q3 | 25.5 |
| 95-th percentile | 41.8 |
| Maximum | 46 |
| Range | 45 |
| Interquartile range | 24.5 |
Descriptive statistics
| Standard deviation | 16.322 |
|---|---|
| Coef of variation | 1.1231 |
| Kurtosis | -0.78836 |
| Mean | 14.533 |
| MAD | 13.707 |
| Skewness | 0.87627 |
| Sum | 218 |
| Variance | 266.41 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 1 | 5 | 0.9% | |
| 36 | 1 | 0.2% | |
| 46 | 1 | 0.2% | |
| 2 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 32 | 1 | 0.2% | |
| 19 | 1 | 0.2% | |
| 13 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| 40 | 1 | 0.2% | |
| (Missing) | 540 | 97.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 5 | 0.9% | |
| 2 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 13 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 46 | 1 | 0.2% | |
| 40 | 1 | 0.2% | |
| 36 | 1 | 0.2% | |
| 32 | 1 | 0.2% | |
| 19 | 1 | 0.2% |
tx_crescimento_12meses
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 4.7% |
| Missing (%) | 82.5% |
| Missing (n) | 458 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.13232 |
|---|---|
| Minimum | -100 |
| Maximum | 200 |
| Zeros (%) | 11.4% |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -66.905 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 34 |
| Maximum | 200 |
| Range | 300 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 40.324 |
|---|---|
| Coef of variation | -304.74 |
| Kurtosis | 12.558 |
| Mean | -0.13232 |
| MAD | 16.534 |
| Skewness | 2.3375 |
| Sum | -12.835 |
| Variance | 1626.1 |
| Memory size | 28.7 KiB |
| Value | Count | Frequency (%) | |
| 0 | 63 | 11.4% | |
| -16.667 | 3 | 0.5% | |
| -50 | 3 | 0.5% | |
| -6.6667 | 3 | 0.5% | |
| -100 | 2 | 0.4% | |
| 100 | 2 | 0.4% | |
| 14.286 | 2 | 0.4% | |
| 200 | 2 | 0.4% | |
| 12.5 | 1 | 0.2% | |
| -37.5 | 1 | 0.2% | |
| Other values (15) | 15 | 2.7% | |
| (Missing) | 458 | 82.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -100 | 2 | 0.4% | |
| -72.727 | 1 | 0.2% | |
| -71.429 | 1 | 0.2% | |
| -67.857 | 1 | 0.2% | |
| -66.667 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 200 | 2 | 0.4% | |
| 100 | 2 | 0.4% | |
| 50 | 1 | 0.2% | |
| 30 | 1 | 0.2% | |
| 25 | 1 | 0.2% |
tx_crescimento_24meses
Highly correlated
This variable is highly correlated with min_vl_folha_coligados_gp and should be ignored for analysis
| Correlation | 0.96758 |
|---|
tx_rotatividade
Highly correlated
This variable is highly correlated with qt_art and should be ignored for analysis
| Correlation | 1 |
|---|
vl_faturamento_estimado_aux
Highly correlated
This variable is highly correlated with qt_socios_pj_ativos and should be ignored for analysis
| Correlation | 1 |
|---|
vl_faturamento_estimado_grupo_aux
Highly correlated
This variable is highly correlated with qt_socios_pj_ativos and should be ignored for analysis
| Correlation | 1 |
|---|
vl_folha_coligados
Highly correlated
This variable is highly correlated with vl_faturamento_estimado_grupo_aux and should be ignored for analysis
| Correlation | 0.98018 |
|---|
vl_folha_coligados_gp
Highly correlated
This variable is highly correlated with vl_folha_coligados and should be ignored for analysis
| Correlation | 0.9769 |
|---|
vl_frota
Highly correlated
This variable is highly correlated with total_filiais_coligados and should be ignored for analysis
| Correlation | 1 |
|---|
vl_idade_maxima_socios_pj
Highly correlated
This variable is highly correlated with vl_faturamento_estimado_grupo_aux and should be ignored for analysis
| Correlation | 1 |
|---|
vl_idade_media_socios_pj
Highly correlated
This variable is highly correlated with nu_meses_rescencia and should be ignored for analysis
| Correlation | 1 |
|---|
vl_idade_minima_socios_pj
Highly correlated
This variable is highly correlated with vl_idade_media_socios_pj and should be ignored for analysis
| Correlation | 1 |
|---|
vl_potenc_cons_oleo_gas
Highly correlated
This variable is highly correlated with tx_crescimento_24meses and should be ignored for analysis
| Correlation | 1 |
|---|
vl_total_tancagem
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
vl_total_tancagem_grupo
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
vl_total_veiculos_antt
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
vl_total_veiculos_antt_grupo
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
vl_total_veiculos_leves
Highly correlated
This variable is highly correlated with total_filiais_coligados and should be ignored for analysis
| Correlation | 1 |
|---|
vl_total_veiculos_leves_grupo
Highly correlated
This variable is highly correlated with vl_idade_maxima_socios_pj and should be ignored for analysis
| Correlation | 1 |
|---|
vl_total_veiculos_pesados
Highly correlated
This variable is highly correlated with vl_potenc_cons_oleo_gas and should be ignored for analysis
| Correlation | 1 |
|---|
vl_total_veiculos_pesados_grupo
Highly correlated
This variable is highly correlated with vl_total_veiculos_leves_grupo and should be ignored for analysis
| Correlation | 0.99451 |
|---|
